Carlos Brito-Loeza

Orcid: 0000-0003-2970-2113

According to our database1, Carlos Brito-Loeza authored at least 22 papers between 2010 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Model discovery of compartmental models with Graph-Supported Neural Networks.
Appl. Math. Comput., March, 2024

Chagas parasite classification in blood sample images using different machine learning architectures.
Medical Biol. Eng. Comput., January, 2024

Image Processing and Machine Learning Techniques for Chagas Disease Detection and Identification.
Proceedings of the Medical Image Understanding and Analysis - 28th Annual Conference, 2024

Relationship between Irregularities of the Nuclear Envelope and Mitochondria in HeLa Cells Observed with Electron Microscopy.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023
Fully-convolutional neural networks ensemble for comet segmentation in single cell gel electrophoresis assay images.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., September, 2023

Parallel algorithm for wrapped phase denoising.
J. Real Time Image Process., August, 2023

A variational model for wrapped phase denoising.
CoRR, 2023

Nonlinear DIP-DiracVTV Model for Color Image Restoration.
Proceedings of the Advances in Computational Intelligence, 2023

2022
Effective residual convolutional neural network for Chagas disease parasite segmentation.
Medical Biol. Eng. Comput., 2022

A two-level method for image denoising and image deblurring models using mean curvature regularization.
Int. J. Comput. Math., 2022

On the performance of preconditioned methods to solve (L<sup>p</sup>)-norm phase unwrapping.
CoRR, 2022

2021
Parallel algorithm for fringe pattern demodulation.
J. Real Time Image Process., 2021

2020
Augmented Lagrangian method for a TV-based model for demodulating phase discontinuities.
CoRR, 2020

2019
Variational phase recovering without phase unwrapping in phase-shifting interferometry.
Int. J. Comput. Math., 2019

2015
A novel variational model for image registration using Gaussian curvature.
CoRR, 2015

Chagas Parasite Detection in Blood Images Using AdaBoost.
Comput. Math. Methods Medicine, 2015

2013
A new variational model for removal of combined additive and multiplicative noise and a fast algorithm for its numerical approximation.
Int. J. Comput. Math., 2013

Fast iterative algorithms for solving the minimization of curvature-related functionals in surface fairing.
Int. J. Comput. Math., 2013

An automatic algorithm for the detection of Trypanosoma cruzi parasites in blood sample images.
Comput. Methods Programs Biomed., 2013

2011
A Fourth-Order Variational Image Registration Model and Its Fast Multigrid Algorithm.
Multiscale Model. Simul., 2011

2010
On High-Order Denoising Models and Fast Algorithms for Vector-Valued Images.
IEEE Trans. Image Process., 2010

Multigrid Algorithm for High Order Denoising.
SIAM J. Imaging Sci., 2010


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